72% AI/ML Density Across ~6,000 Profiles

Understanding the Problem:

Institutional allocators often gain access to AI funding rounds only after tier-1 lead investors have priced the deal and secured allocation. Public deal flow is lagging, highly competitive, and over-indexed on market hype rather than underlying architectural merits.

The Solution:

Raion’s invite-only network of ~6,000 verified profiles consists of 72% AI/ML and Data specialists—including 2,404 core AI/ML founders and 445 Data & Analytics leaders. This continuous exchange of technical talent generates real-time signal on emerging architectures and pre-public capital needs.

"The best infrastructure and compute deals never hit the open market. They are sourced directly through engineering relationships and founder networks months before formal announcements."

Laurence Cohen

Co-Founder & CEO @ Raion

Outcome

Fuel costs have dropped by 32%, representing millions in annual savings. But the benefits extend far beyond fuel: driver overtime has decreased, vehicle maintenance costs have dropped due to reduced mileage, and customer satisfaction has improved with more accurate delivery windows. On-time delivery rates now exceed 97%, up from 82% before implementation. Fewer re-delivery attempts mean lower costs and happier customers. Drivers report higher job satisfaction as well—they spend less time stuck in traffic and more time making successful deliveries. Logistic planners have been freed from firefighting to focus on strategic initiatives. The AI handles routine optimization, while humans focus on expanding service areas and improving customer experience.